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Tensor Decomposition

Papers

Showing 551575 of 618 papers

TitleStatusHype
Solving a Mixture of Many Random Linear Equations by Tensor Decomposition and Alternating Minimization0
Shape Constrained Tensor Decompositions using Sparse Representations in Over-Complete LibrariesCode0
Tensor Decomposition for Signal Processing and Machine Learning0
Approximate Joint Matrix Triangularization0
Online and Differentially-Private Tensor Decomposition0
Tensor Ring DecompositionCode0
Discovery of Latent Factors in High-dimensional Data Using Tensor Methods0
Unsupervised Learning of Word-Sequence Representations from Scratch via Convolutional Tensor Decomposition0
Adversarial Top-K Ranking0
Comprehensive Feature-based Robust Video Fingerprinting Using Tensor Model0
Fast spectral algorithms from sum-of-squares proofs: tensor decomposition and planted sparse vectors0
Sparse and Low-Rank Tensor Decomposition0
When Are Nonconvex Problems Not Scary?Code0
Tensor vs Matrix Methods: Robust Tensor Decomposition under Block Sparse Perturbations0
Linked Component Analysis from Matrices to High Order Tensors: Applications to Biomedical Data0
Beating the Perils of Non-Convexity: Guaranteed Training of Neural Networks using Tensor Methods0
Doubly Decomposing Nonparametric Tensor Regression0
Fast and Guaranteed Tensor Decomposition via Sketching0
Convolutional Dictionary Learning through Tensor Factorization0
Feature-Independent Context Estimation for Automatic Image Annotation0
Optimal Low-Rank Tensor Recovery from Separable Measurements: Four Contractions Suffice0
Bayesian Sparse Tucker Models for Dimension Reduction and Tensor CompletionCode0
Deep Learning and Continuous Representations for Natural Language Processing0
Decomposing Overcomplete 3rd Order Tensors using Sum-of-Squares Algorithms0
Heterogeneous Tensor Decomposition for Clustering via Manifold Optimization0
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